Liang Song*

Align before Collaborate: Mitigating Feature Misalignment for Robust Multi-Agent Perception

"Collaborative perception has received widespread attention recently since it enhances the perception ability of autonomous vehicles via inter-agent information sharing. However, the performance of existing systems is hindered by the unavoidable collaboration noises, which induce feature-level spati…